GRB10 as a pan-cancer biomarker linking oncogenic signaling, immunosuppression, and immunotherapy resistance

Abstract Objective: Growth Factor Receptor-Binding Protein 10 (GRB10) is an adaptor protein implicated in tyrosine kinase signaling, yet its pan-cancer role and clinical impact remain incompletely characterized. This study aims to define the pan-cancer landscape of GRB10 dysregulation and its clinical implications for prognosis and immunotherapy response. Methods: Multi-omics analysis of 33 TCGA cancers and validation in GEO cohorts assessed GRB10 expression, prognostic impact (Cox regression, Kaplan-Meier), functional enrichment (Gene Set Enrichment Analysis, Gene Set Variation Analysis), immune correlates (Spearman